Exact model order ESPRIT technique for harmonics and interharmonics estimation

IEEE Transactions on Instrumentation and Measurement

Volumn 61, Issue 7, 2012, Pages 1915-1923

  Jain, Sachin K ^a   Singh, S N ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY KANPUR   (India)

Author keywords

Model order estimation; nonlinear load; parametric method; power quality; reconstruction error (RE); total harmonics distortion (THD)

Indexed keywords

MODEL ORDER ESTIMATION; NONLINEAR LOAD; PARAMETRIC METHOD; RECONSTRUCTION ERROR; TOTAL HARMONICS DISTORTIONS;

ALGORITHMS; FREQUENCY ESTIMATION; HARMONIC ANALYSIS; POWER QUALITY;

ESTIMATION;

EID: 84862777709     PISSN: 00189456     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIM.2012.2182709     Document Type: Article

References (35)

1. J. Arrillaga and N. R. Watson, Power System Harmonics. Hoboken, NJ: Wiley, 2003.
2. IEEE Recommended Practices and Requirements for Harmonic Control in Electrical Power Systems, IEEE Std. 519-1992, 1993.
3. Limits for Harmonic Current Emissions (Equipment Input Current Less than 16 A Per Phase), IEC Std. 61000-3-2, 2005.
4. Limitation of Emission of Harmonic Currents in Low-Voltage Power Supply Systems for Equipment with Rated Current Greater Than 16 A, IEC Std. 61000-3-4, 1998.
5. H. J. Math and I. Y.-H. Gu, Signal Processing of Power Quality Disturbances. Hoboken, NJ: Wiley, 2006.
6. Testing and Measurement Techniques-General Guide on Harmonics and Interharmonics Measurements and Instrumentation, for Power Supply Systems and Equipment Connected Thereto, IEC Std. 61000-4-7, 2002.
7. T. Tarasiuk, "Comparative study of various methods of DFT calculation in the wake of IEC Standard 61000-4-7," IEEE Trans. Instrum. Meas., vol. 58, no. 10, pp. 3666-3677, Oct. 2009.
8. M. A. Platas-Garza and J. A. de la O Serna, "Dynamic harmonic analysis through Taylor-Fourier transform," IEEE Trans. Instrum. Meas., vol. 60, no. 3, pp. 804-813, Mar. 2011.
9. S. K. Jain and S. N. Singh, "Harmonics estimation in emerging power system: Key issues and challenges," Elect. Power Syst. Res., vol. 81, no. 9, pp. 1754-1766, Nov. 2011.
10. L. Eren, M. Unal, and M. J. Devaney, "Harmonic analysis via wavelet packet decomposition using special elliptic half-band filters," IEEE Trans. Instrum. Meas., vol. 56, no. 6, pp. 2289-2293, Dec. 2007.
11. J. Barros and R. I. Diego, "Analysis of harmonics in power systems using the wavelet-packet transform," IEEE Trans. Instrum.Meas., vol. 57, no. 1, pp. 63-69, Jan. 2008.
12. S. Zhang, Q. Wang, and R. Liu, "Power system harmonic analysis based on improved Hilbert-Huang transform," in Proc. 9th ICEMI, 2009, pp. 4-343-4-347.
13. H. C. Lin, "Intelligent neural network-based fast power system harmonic detection," IEEE Trans. Ind. Electron., vol. 54, no. 1, pp. 43-52, Feb. 2007.
14. G. W. Chang, C.-I. Chen, and Y.-F. Teng, "Radial-basis-function- based neural network for harmonic detection," IEEE Trans. Ind. Electron., vol. 57, no. 6, pp. 2171-2179, Jun. 2010.
15. S. K. Jain, D. Saxena, and S. N. Singh, "Adaptive wavelet neural network based harmonics estimation of single-phase systems," in Proc. 2nd AITPEA ICUE Power Energy Syst., 2011.
16. G. W. Chang, C.-I. Chen, and Q.-W. Liang, "A two-stage ADALINE for harmonics and interharmonics measurement," IEEE Trans. Ind. Electron., vol. 56, no. 6, pp. 2220-2228, Jun. 2009.
17. A. Sarkar, S. R. Choudhury, and S. Sengupta, "A self-synchronized ADALINE network for on-line tracking of power system harmonics," Measurement, vol. 44, no. 4, pp. 784-790, May 2011.
18. C. I. Chen, G.W. Chang, R. C. Hong, and H.M. Li, "Extended real model of Kalman filter for time-varying harmonics estimation," IEEE Trans. Power Del., vol. 25, no. 1, pp. 17-26, Jan. 2010.
19. N. Köse, O. Salor, and K. Leblebicioglu, "Interharmonics analysis of power signals with fundamental frequency deviation using Kalman filtering," Elect. Power Syst. Res., vol. 80, no. 9, pp. 1145-1153, Sep. 2010.
20. T. Lobos, Z. Leonowicz, J. Rezmer, and P. Schegner, "High-resolution spectrum-estimation methods for signal analysis in power systems," IEEE Trans. Instrum. Meas., vol. 55, no. 1, pp. 219-225, Feb. 2006.
21. A. Bracale, P. Caramia, and G. Carpinelli, "Optimal evaluation of waveform distortion indices with Prony and root music methods," Int. J. Power Energy Syst., vol. 27, no. 4, pp. 360-370, 2007.
22. A. Bracale, P. Caramia, and G. Carpinelli, "Adaptive Prony method for waveform distortion detection in power systems," Int. J. Elect. Power Energy Syst., vol. 29, no. 5, pp. 371-379, Jun. 2007.
23. A. S. Yilmaz, A. Alkan, and M. H. Asyali, "Applications of parametric spectral estimation methods on detection of power system harmonics," Elect. Power Syst. Res., vol. 78, no. 4, pp. 683-693, Apr. 2008.
24. A. Bracale, G. Carpinelli, Z. Leonowicz, T. Lobos, and J. Rezmer, "Measurement of IEC groups and subgroups using advanced spectrum estimation methods," IEEE Trans. Instrum. Meas., vol. 57, no. 4, pp. 672-681, Apr. 2008.
25. G.W. Chang and C.-I. Chen, "An accurate time-domain procedure for harmonics and interharmonics detection," IEEE Trans. Power Del., vol. 25, no. 3, pp. 1787-1795, Jul. 2010.
26. C. Tao, D. Shanxu, R. Ting, and L. Fangrui, "A robust parametric method for power harmonic estimation based on M-estimators," Measurement, vol. 43, no. 1, pp. 67-77, Jan. 2010.
27. Z. Leonowicz, J. Karbanen, T. Tanaka, and J. Rezmer, "Model order selection criteria: Comparative study and applications," in Proc. Int. Workshop Comput. Problems Elect. Eng., Zakopane, Poland, 2004.
28. P. Stoica and R. Moses, Spectral Analysis of Signals. Upper Saddle River, NJ: Pearson Prentice-Hall, 2005.
29. J.-J. Fuchs, "Estimating the number of sinusoids in additive white noise," IEEE Trans. Acoust., Speech, Signal, vol. 36, no. 12, pp. 1846-1853, Dec. 1988.
30. J.-M. Papy, L. De Lathauwer, and S. Van Huffel, "A shift invariance-based order-selection technique for exponential data modelling," IEEE Signal Process. Lett., vol. 14, no. 7, pp. 473-476, Jul. 2007.
31. M. G. Christensen, A. Jakobsson, and S. H. Jensen, "Sinusoidal order estimation using angles between subspaces," EURASIP J. Adv. Signal Process., vol. 2009, pp. 1-11, Jan. 2009.
32. B. Nadler and A. Kontorovich, "Model selection for sinusoids in noise: Statistical analysis and a new penalty term," IEEE Trans. Signal Process., vol. 59, no. 4, pp. 1333-1345, Apr. 2011.
33. I. Y.-H. Gu and M. H. J. Bollen, "Estimating interharmonics by using sliding-window ESPRIT," IEEE Trans. Power Del., vol. 23, no. 1, pp. 13-23, Jan. 2008.
34. R. Roy and T. Kailath, "ESPRIT-estimation of signal parameters via rotational invariance techniques," IEEE Trans. Acoust., Speech, Signal, vol. 37, no. 7, pp. 984-995, Jul. 1989.
35. O. J. Micka and A. J. Weiss, "Estimating frequencies of exponentials in noise using joint diagonalization," IEEE Trans. Signal Process., vol. 47, no. 2, pp. 341-348, Feb. 1999.